Triple
T11303238
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tampulma language |
E267648
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Northern Region of Ghana |
E408199
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Northern Region of Ghana | Statement: [Tampulma language, region, Northern Region of Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Region of Ghana Context triple: [Tampulma language, region, Northern Region of Ghana]
-
A.
Northern Region of Ghana
chosen
The Northern Region of Ghana is a large administrative area in the north of the country known for its savannah landscapes, diverse ethnic groups, and cultural centers such as Tamale.
-
B.
Eastern Region of Ghana
The Eastern Region of Ghana is a diverse administrative area in the south of the country known for its rich natural landscapes, including parts of Lake Volta, and significant agricultural and cultural activities.
-
C.
North East Region of Ghana
The North East Region of Ghana is an administrative region in the northern part of the country, known for its predominantly rural communities, savannah landscapes, and Mampruli-speaking population.
-
D.
Upper West Region of Ghana
The Upper West Region of Ghana is a predominantly rural administrative region in the country’s far northwest, known for its savannah landscapes, diverse ethnic communities, and historical role in trans-Saharan trade routes.
-
E.
Central Region, Ghana
Central Region, Ghana is a coastal administrative region of Ghana known for its historic forts and castles, including several UNESCO World Heritage Sites, as well as its role in the trans-Atlantic slave trade.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e603bbb84c81908a29fcef32d3cf31 |
completed | April 20, 2026, 10:45 a.m. |
Created at: April 8, 2026, 9:32 p.m.